| Paper Abstract and Keywords |
| Presentation |
2006-05-26 15:45
Network structure after time sequence learning
Daichi Kimura, Yoshinori Hayakawa (Tohoku Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We analyze how the structure of neural networks changes by the nature of task.
We assume the synapses whose weight is large are dominant in neural network, and we remove the synapses whose weight is small from the network after learning.
As a result of analysis, we found that the number of loops of network depends on the tasks having different temporal redundancy. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Complex Network / Self Organization / / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 79, NC2006-7, pp. 37-40, May 2006. |
| Paper # |
NC2006-7 |
| Date of Issue |
2006-05-19 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
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| Conference Information |
| Committee |
NC |
| Conference Date |
2006-05-26 - 2006-05-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tohoku Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2006-05-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Network structure after time sequence learning |
| Sub Title (in English) |
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Complex Network |
| Keyword(2) |
Self Organization |
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| 1st Author's Name |
Daichi Kimura |
| 1st Author's Affiliation |
Tohoku University (Tohoku Univ.) |
| 2nd Author's Name |
Yoshinori Hayakawa |
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Tohoku University (Tohoku Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2006-05-26 15:45:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
NC2006-7 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.79 |
| Page |
pp.37-40 |
| #Pages |
4 |
| Date of Issue |
2006-05-19 (NC) |